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Forensics — Live Demo

Needle in a haystack.
Hidden in 459 entities.

A five-person fraud ring is buried inside a legitimate insurance network of 100 policyholders and 150 routine claims. Drag the timeline to watch it assemble — then run community detection at the moment of truth and watch the needle light up.

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The story

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Querying…
Acme Medical Fraud claimant Claim Legitimate entity Agent / Adjuster
Subject
Acme Medical Provider
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Claims at Acme
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Distinct filers
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Total exposure
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Avg claim
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Haystack size
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Max claim
⚠ Signals already in the data
Shared addresses across claimants
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LIVES_AT edges cluster unrelated people at the same address — a signal that's already in the data at every moment, whether anyone's filed a claim yet or not.
Show the Cypher running this demo (real, live, against fraud_demo_v2) 
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Now imagine this on your own data.

Every claim, every transaction, every relationship — replayable at any moment. Reconstruct what your team knew when. Find the signals that were always there.

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